PyShbak

Now with PyShbak, dealing with Arabic texts has become easy, and in the future it will become easier with PyShbak

Installation

pip3 install PyShbak

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Structure

|> PyShbak

| ------> | Normalization

|---------| ------> | Normalization_ar

|---------|---------| ------> | alef

|---------|---------| ------> | lamalef

|---------|---------| ------> | hamza

|---------|---------| ------> | tah

|---------|---------| ------> | madah

|---------|---------| ------> | normalization_all

| ------> Processor

|---------| ------> | Arabic_Processor

|---------|---------| ------> | remove_stopword

|---------|---------| ------> | remove_other_lang

|---------|---------| ------> | remove_diacritics

|---------|---------| ------> | remove_arabic_punctuations

|---------|---------| ------> | arabic_only

|---------|---------| ------> | with_out_num

|---------| ------> | English_Processor

|---------|---------| ------> | remove_stopword

|---------|---------| ------> | english_only

|---------|---------| ------> | remove_english_punctuations

|---------|---------| ------> | with_out_num

|---------| ------> | General_Processor

|---------|---------| ------> | remove_mentions

|---------|---------| ------> | remove_hasgtag

|---------|---------| ------> | remove_links

|---------|---------| ------> | remove_punctation

|---------|---------| ------> | keep_text

|---------|---------| ------> | remove_emojis

|---------|---------| ------> | remove_whitespace

|---------| ------> | cleaningtext

|---------|---------| ------> | delete_repeated_characters

|---------|---------| ------> | replace_letters

|---------|---------| ------> | clean_text

|---------|---------| ------> | remove_vowelization

|---------|---------| ------> | remove_stopword

|---------|---------| ------> | stem_text

|---------|---------| ------> | text_prepare

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Example:

pip3 install PyShbak

from PyShbak.TweetsCleaner import Clean_tweet

text = 'akhhh !تَوقَعْت إذا جات داريا بشوفهم كاملين بس لي للحين احس فيه احد ناقْصهم 💔 #Avlu https://www.messenger.com/ @PyShbak '

Clean_tweet.ar(text)

output: ' توقعت اذا جات داريا بشوفهم كاملين بس لي للحين احس فيه احد ناقصهم '